| To-Do | |
|---|---|
| Download and Install R | Link Video |
| Download and Install RStudio | Link Video |
| Setup RStudio | Video |
| Download packages | File Video |
| Alzheimer’s Disease | Link |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 09:30 | Welcome | Slides |
| 09:35 - 10:30 | Introduction to data science | Slides |
| 10:45 - 12:00 | Introduction to the capstone project | Slides |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 10:00 | Introduction to R | Slides |
| 10:15 - 10:45 | R packages | Slides |
| 10:45 - 12:00 | Importing data | Slides |
| 1:00 - 1:45 | Tidyverse | Slides |
| 2:00 - 3:00 | Data wrangling | Slides |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 10:30 | Describing data | Slides |
| 10:45 - 12:00 | Working on the capstone project | Slides File |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 10:15 | R Markdown | Slides |
| 10:45 - 12:00 | Practicing R Markdown | |
| 1:00 - 2:00 | Data visualization in R | Slides |
| 2:15 - 3:00 | Practicing data visualization | |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 10:30 | Introduction to probability | Slides |
| 10:45 - 12:00 | Probability through simulations | Slides File |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 10:00 | Estimating | Slides |
| 10:15 - 11:00 | Hypothesis testing | Slides |
| 11:15 - 12:00 | Examples from the capstone project | |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 12:00 | Estimation problems in the capstone project | |
| 1:00 - 3:00 | Hypothesis testing problems in the capstone project |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 10:30 | Exploring and examining relationships | Slides |
| 10:45 - 12:00 | Examples from the capstone project |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 12:00 | Exploring relationships in the capstone project | |
| 1:00 - 3:00 | Examining relationship in the capstone project |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 10:00 | Linear regression | Slides |
| 10:15 - 11:00 | Logistic regression | Slides |
| 11:15 - 12:00 | Regression examples from the capstone project | |